Aquila-particle swarm based cooperative search optimizer with superpixel techniques for epithelial layer segmentation.
Buddhadev SasmalArunita DasKrishna Gopal DhalSwarnajit RayPublished in: Appl. Soft Comput. (2024)
Keyphrases
- particle swarm
- cooperative search
- particle swarm optimization
- optimization method
- particle swarm optimization algorithm
- microscopic images
- quantum behaved particle swarm optimization
- multi objective
- particle swarm algorithm
- premature convergence
- swarm intelligence
- evolutionary algorithm
- optimization algorithm
- image regions
- segmentation algorithm
- optimisation problems
- pso algorithm
- differential evolution
- optimization strategy
- genetic algorithm
- binary particle swarm optimization
- particle swarm optimisation
- multiscale
- segmentation method
- cooperating agents
- level set
- cooperative
- optimization methods
- hybrid optimization algorithm
- object segmentation
- superpixels
- image segmentation
- neural network
- global optimization
- image segmentation algorithm
- input image
- test functions
- control system
- search capabilities
- fitness function
- global search
- particle swarm optimization pso
- convergence speed
- hybrid algorithm